// Copyright (c) Microsoft Corporation.
// Licensed under the MIT License.

import { IExplanationDashboardData } from "@responsible-ai/core-ui";

export const ibmData: IExplanationDashboardData = {
  dataSummary: {
    classNames: ["stay", "leave"],
    featureNames: [
      "Age",
      "BusinessTravel",
      "DailyRate",
      "Department",
      "DistanceFromHome",
      "Education",
      "EducationField",
      "EnvironmentSatisfaction",
      "Gender",
      "HourlyRate",
      "JobInvolvement",
      "JobLevel",
      "JobRole",
      "JobSatisfaction",
      "MaritalStatus",
      "MonthlyIncome",
      "MonthlyRate",
      "NumCompaniesWorked",
      "OverTime",
      "PercentSalaryHike",
      "PerformanceRating",
      "RelationshipSatisfaction",
      "StockOptionLevel",
      "TotalWorkingYears",
      "TrainingTimesLastYear",
      "WorkLifeBalance",
      "YearsAtCompany",
      "YearsInCurrentRole",
      "YearsSinceLastPromotion",
      "YearsWithCurrManager"
    ]
  },
  modelInformation: { method: "classifier", modelClass: "blackbox" },
  precomputedExplanations: {
    globalFeatureImportance: {
      scores: [
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        0.010180702602158673, 0.01334921962919363, 0.0009217038873385725,
        0.019451043488070075, 0.015133276066848993, 0.0050578156732570805,
        0.0006903945304679025, 0.01619046596832409, 0.011081388093708044,
        0.02454152178400457, 0.022707355872072513, 0.024308343760719876,
        0.013157821815439587, 0.0021475456389955004, 0.019769134040034025,
        0.03399886369589438, 0.00024565916038094736, 0.001079885857910857,
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        0.011844780032396304, 0.012620889862383527, 0.02408852826406089,
        0.020965340106460263, 0.021146143362974053, 0.02053564372336309
      ]
    },
    localFeatureImportance: {
      scores: [
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